Solar Research & Market Intelligence
Independent pricing research, consumer sentiment analysis, and market intelligence for the solar industry. Every data point verified, audited, and updated continuously by Price-Quotes Research Lab.
Published Research
Community Solar in 2026: The States Paying Off and the Ones Burning subscribers
Community Solar Programs in 2026: Costs, Savings, and Which States Actually Deliver
FranklinWH's California Factory Is Quietly Determining What You Pay for Solar — And It's About to Get Worse
Minnesota Just Rewrote the Rules on Solar Batteries. Here's What It Means for Your Energy Bill.
Residential Solar Install Costs in 2026: What Current Pricing Data Actually Shows About $/W Trends
Solar Panel Costs April 2026: The Complete Pricing Guide After Tariff Changes
Solar Panel Costs April 2026 — Updated Pricing After Latest Tariff Changes
Solar Panel Costs Just Crashed Again — The Complete 2026 Buyer Guide With Installer Quotes, State Incentives, and the Tariff Math Nobody Is Showing You
Solar Panel Costs Just Crashed: The Definitive 2026 Buyer's Guide to Unlocking Subsidized Power
Solar Panel ROI Calculator: When Do Panels Actually Pay for Themselves in 2026
The $7,500 Solar Price Gap: What National Installers, Regional Companies, and Local Electricians Actually Charge for the Same 10kW System in 2026
The $8,000 Solar Trap: What Homeowners Actually Pay in 2026 After Tariff Earthquake
The True Cost of Solar Financing: How Your Credit Score Could Add $12,000 to Your 2026 System
Our Research Pipeline
Data Collection
Distributed research network scrapes verified provider quotes, historical archives (2019–2025 via Wayback Machine), and real consumer reviews from Reddit, Yelp, and Google across 30+ cities.
Verification & Audit
Every price point is cross-referenced against multiple sources, scored for confidence (0–100%), and logged with a full audit trail — who collected it, when, from where, and every subsequent change.
Analysis & Publishing
Research analysts synthesize verified data into actionable reports. City-level market intelligence, sentiment themes, and pricing trends are published with full source attribution.
Research Roadmap
City-Level Pricing Intelligence
Real-time cost comparisons across 30 cities with 120+ verified data points. Updated continuously.
Consumer Sentiment Analysis
NLP-powered analysis of 0 consumer review sources identifying recurring complaints, praise themes, and red flags.
Historical Price Trend Data
Year-over-year pricing trends from 2019–2026 via archived cost guides. 149281+ data changes tracked with full audit trail.
Consumer Priority Index
Aggregated consumer vote data ranking the most common service problems and their solutions by priority. Currently collecting responses.
Provider Quality Scoring
Cross-referencing licensing databases, complaint records, and review patterns to build provider quality scores by metro area.
Seasonal Demand Forecasting
Predictive models using historical search volume, weather data, and service call patterns to forecast pricing surges before they happen.
Explore Our Full Methodology
Learn how Price-Quotes Research Lab collects, verifies, and publishes pricing data — including our confidence scoring system and full audit trail.
Read Our Methodology